The bright colors of the card made his teeth ache. He crumpled it in his fist, the paper crinkling under the pressure. The message, as banal as it was, felt like a deliberate act of cruelty. He felt a tremor run through his limbs.

He threw the card across the room, where it landed near the untouched chess board, pieces perfectly arrayed. He paced the worn wooden floor, his footsteps heavy and uneven.

He reached for the bottle of whiskey, pouring a generous measure into a glass. The amber liquid shimmered in the dim light. He gulped it down, the burning sensation a small comfort.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290